A5033572767- Human-Animal Interaction Studies
- Artificial Intelligence in Healthcare
- Epilepsy research and treatment
- Animal Behavior and Welfare Studies
- Machine Learning in Healthcare
- Infant Health and Development
- Autoimmune Neurological Disorders and Treatments
- Infectious Encephalopathies and Encephalitis
- Polyomavirus and related diseases
- Diabetes Management and Research
- Explainable Artificial Intelligence (XAI)
- Pharmacological Effects and Toxicity Studies
- Peripheral Neuropathies and Disorders
- Anesthesia and Pain Management
- Hereditary Neurological Disorders
- Adversarial Robustness in Machine Learning
- Pain Management and Opioid Use
- RNA regulation and disease
- Intraoperative Neuromonitoring and Anesthetic Effects
- Anesthesia and Neurotoxicity Research
- Proteoglycans and glycosaminoglycans research
- Chronic Kidney Disease and Diabetes
- Protease and Inhibitor Mechanisms
- Forensic Toxicology and Drug Analysis
- Anesthesia and Sedative Agents
The University of Tokyo
2024
NTT (Japan)
2023-2024
University of Tokyo Hospital
2024
NTT Basic Research Laboratories
2024
Nara Institute of Science and Technology
2017-2019
Juntendo University
2014-2017
Kyoto Women's University
2016-2017
Tokyo Metropolitan Institute of Medical Science
2015
Aichi Medical University
2015
Naga Municipal Hospital
2014
Objective Reversible myelin vacuolization is associated with variable conditions including mild encephalitis/encephalopathy a reversible splenial lesion (MERS), which characterized by mildly impaired consciousness and transient lesion. Familial and/or recurrent cases clinical diagnosis of MERS suggest the presence genetic factors. Methods We examined family in proband presented history encephalopathy extensive but cerebral neurological symptoms similar to those spanning 3 generations....
Aim To identify factors associated with locomotive syndrome (LS) using medical questionnaire data and machine learning. Methods A total of 1575 participants underwent the LS risk tests from third survey research on osteoarthritis/osteoporosis against disability study (ROAD) study. was defined as stage 1 or higher based clinical decision limits Japanese Orthopaedic Association. 1335 items came this The number reduced to 331 in cleaning. From items, use by light gradient boosting machine‐based...
Search and rescue (SAR) dogs are widely used to locate victims at disaster sites. The efficiency of SAR missions can be greatly enhanced if a canine's emotional states, including their motivation search, remotely estimated in real time. In this study, we developed real-time emotion estimation system for canines based on measured electrocardiography signals. This proposed measures heartbeat intervals using specially canine suit equipped with an device. Using the online interval measurements,...
Emotions of a person affect the person's performance in task and so do emotions rescue dog that works after disasters. Hence, estimating by handler can improve its welfare. also appear physiological signals such as heart rate variability (HRV). In fact, HRV has information both cases human dogs. To make emotion estimation more practical, we proposed method for from dogs evaluated using real data. The classified positive, negative, neutral with 88% accuracy within each subject 72% over all...
<sec> <title>BACKGROUND</title> Type 2 diabetes (T2D) is a significant global health challenge. Physicians need to assess whether future glycemic control will be poor on the current trajectory of usual care and usual-care treatment intensifications so that they can consider taking extra measures prevent outcomes. Predicting from trends in hemoglobin A<sub>1c</sub> (HbA<sub>1c</sub>) levels difficult due influence seasonal fluctuations other factors. </sec>...
Background Type 2 diabetes (T2D) is a significant global health challenge. Physicians need to assess whether future glycemic control will be poor on the current trajectory of usual care and usual-care treatment intensifications so that they can consider taking extra measures prevent outcomes. Predicting from trends in hemoglobin A1c (HbA1c) levels difficult due influence seasonal fluctuations other factors. Objective We sought develop model accurately predicts among patients with T2D...
Local model-agnostic Explainable Artificial Intelligence (XAI), such as LIME or SHAP, has recently gained popularity among researchers and data scientists for explaining black box Machine Learning (ML) models. In the industry, practitioners focus not only on how these explanations can validate their models but also they help maintain trust from end-users. Some studies attempted to measure this ability by quantifying what refer explainability interpretability of ML paper, we introduce a new...
Search and rescue dogs are widely used in disaster situations. The efficiency of their operations can be improved if the dogs' inner states or motivation to search estimated. We developed a real-time emotion estimation system for canines based on measured electrocardiogram. Interval time heart beats were by our canine suit equipped with an electrocardiographic device. Temporal variability intervals, i.e., rate variability, was calculated, then processed as input classifier canine's emotional...
子育て女性医師を支援する法律，制度，施設は充実してきたが，それらを利用する女性麻酔科医の背景と取り巻く環境は実に多様で，一概に当てはめることは困難である．仕事と家庭のバランスの考え方は一人ひとり異なり，それぞれのスタイルで人生を謳歌していけばよいが，医師を志したときの自分の気持ち，周囲の応援を一たび思い起こせば，そう簡単に仕事を諦めることもないのではないかと思う．女性麻酔科医の第三世代として，自分のこれまでを振り返りながら，子育て女性医師を活用することで生じるメリット，子育て女性医師がうまくやっていくコツについて述べ，第四世代の先生方につなげたい．
ブピバカイン6mgにフェンタニル0.02mgを併用した脊椎麻酔とブピバカイン12.5～15mg単独の脊椎麻酔との循環動態の変化を後ろ向き研究で比較した.フェンタニル併用群13例では高齢者にもかかわらず収縮期血圧の低下が少なく,昇圧薬の使用例は2例であった.ブピバカイン単独使用群は20例中10例で昇圧薬が必要となった.また,フェンタニル併用群はより少ない輸液量でも低血圧を起こしにくいことが明らかになった.ブピバカインにフェンタニルを併用する脊椎麻酔は,高齢者などの昇圧薬の使用や輸液管理に,注意が必要な患者に適した麻酔法であることが示唆された.